Although the reported association is novel in COPD, TMAP was recently identified as a biomarker of chronic kidney disease,68 a comorbidity of COPD,69 with a similar inverse association between TMAP abundances and disease severity. The gene discussed is CKAP2; the disease is chronic kidney disease.